1. How to submit my research paper? What’s the process of publication of my paper?
The journal receives submitted manuscripts via email only. Please submit your research paper in .doc or .pdf format to the submission email: ijsps@ejournal.net.2. Can I submit an abstract?
The journal publishes full research papers. So only full paper submission should be considered for possible publication...[Read More]

Towards a Speaker Voice Recognition Method Based on KPFVQ

Abstract—To address the problem that fuzzy kernel speaker voice recognition method sensitive to outlier and noise as well as slow training, a Kernel-function based Possibilistic Fuzzy Vector Quantization (KPFVQ) was proposed. The method combines typical possibilistic clustering of fuzzy C-mean, thus suppressing the sensitivity. It also uses kernel mapping for vector quantization and match decision on voice features in the high-dimensional feature space. The characteristic differences among different samples were emphasized so that it is easier to distinguish voice and voice, voice and noise. The experiment results show that the proposed algorithm in the paper can achieve better recognition effect both to relatively clean voice and that with noise. Its training speed improves greatly as the voice length increases, which can achieve the real-time effect.